Legal claims defining the scope of protection, as filed with the USPTO.
2. The processor implemented method of claim 1, wherein a set of data points from amongst the plurality of data points are poisoned data points.
3. The processor implemented method of claim 1, wherein the set of steps to update the model parameter is performed only if the data point of the current iteration lies in the filtered data set.
4. The processor implemented method of claim 1, wherein the influence function includes (i) a computed Hessian and (ii) a computed gradient loss parameter associated with the machine learning model.
7. The system of claim 6, wherein a set of data points from amongst the plurality of data points are poisoned data points.
8. The system of claim 6, wherein the set of steps to update the model parameter is performed only if the data point of the current iteration lies in the filtered data set.
9. The system of claim 6, wherein the influence function includes (i) a computed Hessian and (ii) a computed gradient loss parameter associated with the machine learning model.
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November 28, 2023
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